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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/industrial-iot-fundamentals-on-aws
课程评论：没有评论
课程名称：AWS上的工业物联网基础 课程概述：本课程旨在帮助那些在工业物联网领域的技术专家了解如何利用各种技术和方法来控制、管理和获取物联网设备的信息。随着公司计划在未来三年内采用工业4.0标准，课程讲述了一位新入行的员工如何帮助公司利用AWS平台实现工业物联网的能力。该公司已与AWS建立了多年合作伙伴关系，并计划提升现有工业工程师的云计算知识，以填补在工厂到云端持续集成方面的知识空白。 课程大纲： 第一周：您将学习物联网（IoT）的基本概念，以及其对工业流程性能和生产力的提升。尽管工业物联网（IIoT）带来多种好处，但在实施过程中企业面临挑战。本周您将掌握解锁IIoT价值的最佳实践和常见用例，并动手部署一个OPC-UA服务器。 第二周：本周将在您对工业物联网基本知识的基础上，引入AWS物联网服务，如AWS IoT Greengrass、AWS IoT Core和AWS IoT SiteWise。通过安装AWS IoT Greengrass Core软件和创建AWS IoT SiteWise网关，您将进行动手练习。 第三周：您将学习边缘机器学习（ML）及其在工业领域的应用。本周主要关注AWS服务的使用，以处理从工业物联网架构中摄取的数据。最后，您将创建AWS IoT SiteWise Monitor门户，以查看和分析运营IIoT数据。 第四周：在课程的最后一周，您将了解安全性在工业物联网中的重要性，学习Zero Trust制造和IoT设备安全，探索AWS的IIoT安全集成和特性。此外，您将了解到实施IIoT解决方案的安全最佳实践。 通过本课程，您将能够掌握最新的行业动态和最佳实践，从而在相关岗位中表现更加出色。
Part: 1
Title:Week 1
Description:This week, you will be introduced to fundamental concepts of the Internet of Things (IoT) that can improve the performance and productivity of industrial processes. Though Industrial IoT (IIoT) has many benefits, companies face challenges when it comes to implementation. You will learn to unlock the value of IIoT with best practices and common use cases. Lastly, you will get hands-on with the deployment of an OPC-UA server, something that exists in almost every Industrial IoT factory.
Part: 2
Title:Week 2
Description:Building on your fundamental knowledge of Industrial IoT, you will be introduced to AWS IoT services, such as AWS IoT Greengrass, AWS IoT Core, and AWS IoT SiteWise. In addition to learning about the basic functionality of these AWS IoT services, you will also get hands-on in this week’s exercises by installing AWS IoT Greengrass Core software, and creating an AWS IoT SiteWise gateway.
Part: 3
Title:Week 3
Description:This week, you will be introduced to machine learning (ML) on the edge and how to apply it as a service in the industrial space. Next, you will learn about AWS services that can be used to process data that’s ingested from your Industrial IoT architecture. Lastly, you will get hands-on and create an AWS IoT SiteWise Monitor portal to view and analyze operational IIoT data.
Part: 4
Title:Week 4
Description:In the final week of this course, you will learn why security plays a vital role in the Industrial IoT landscape. You will learn about Zero Trust manufacturing for IoT device security and explore AWS integrations and features for IIoT security. Lastly, you will be introduced to security best practices for implementing IIoT solutions.
Proficient technologists working on the Industrial IoT vertical use lots of technologies and methods to control, manage and get information from the IoT devices. So, there are assembly lines and industrial aspects that needs to take into consideration when talking about IoT when used in an industrial scale. The story we are going to tell is about an individual who is new to that industry and got hired by a company who is planning to adopt to Industry 4.0 standards in next 3 years, the company is already familiar with some AWS services and already uses it for some other projects, such as their website and other workloads, so it makes sense for them to explore IIoT capabilities on AWS as well. The company got into a multi-year partnership with AWS to help them transform and innovate, the company is also hiring lots of people with IoT and Cloud background, preferably with industrial exposure. As today, the company hired Engineers and Architects, but they have limited industrial experience. The company plans to up-skill their existing workforce of industrial engineers with Cloud knowledge to expand their resource pool over time, and due to this workforce, there is a clear knowledge gap on how to build an edge to cloud continuum from factories to cloud today. The course will help individuals on being on par with what’s new, and best practices used to perform well in a given role like that.
